Machine Learning-Based Intrusion Detection: Feature Selection versus Feature Extraction.
Vu-Duc NgoTuan-Cuong VuongThien Van LuongHung TranPublished in: CoRR (2023)
Keyphrases
- intrusion detection
- feature selection
- feature extraction
- machine learning
- intrusion detection system
- anomaly detection
- network security
- network traffic
- data mining
- text classification
- pattern recognition
- network intrusion detection
- feature set
- feature space
- support vector machine
- detecting anomalous
- high detection rate
- dimensionality reduction
- classification accuracy
- information security
- learning algorithm
- artificial immune
- model selection
- false positives and false negatives
- support vector
- network intrusion
- knn
- computer security
- cyber security
- network intrusion detection systems
- decision trees
- fraud detection
- intrusion prevention
- data mining techniques
- data warehouse
- multi class
- active learning
- reinforcement learning
- face recognition